bobmatnyc/terminator

asyncio

Python asyncio - Modern concurrent programming with async/await, event loops, tasks, coroutines, primitives, aiohttp, and FastAPI async patterns

Idioma del texto original: inglés

mypy

mypy - Static type checker for Python with gradual typing, strict mode, Protocol support, and framework integration

Idioma del texto original: inglés

pydantic

Python data validation using type hints and runtime type checking with Pydantic v2's Rust-powered core for high-performance validation in FastAPI, Django, and configuration management.

Idioma del texto original: inglés

git-workflow

Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.

Idioma del texto original: inglés

git-worktrees

Use git worktrees for parallel development on multiple branches simultaneously

Idioma del texto original: inglés

stacked-prs

Create and manage stacked (dependent) pull requests for complex features

Idioma del texto original: inglés

database-migration

Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance.

Idioma del texto original: inglés

security-scanning

CI security scanning: secrets, deps, SAST, triage, expiring exceptions

Idioma del texto original: Sin determinar

test-driven-development

Comprehensive TDD patterns and practices for all programming languages, eliminating redundant testing guidance per agent.

Idioma del texto original: inglés

api-documentation

Best practices for documenting APIs and code interfaces, eliminating redundant documentation guidance per agent.

Idioma del texto original: inglés

dspy-framework

DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers. Use when optimizing prompts systematically, building production LLM systems, implementing RAG/classification tasks, or requiring…

Idioma del texto original: inglés

langchain-framework

LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications. Use when implementing RAG (Retrieval Augmented Generation), creating AI agents with tools, or chaining multiple LLM calls.

Idioma del texto original: inglés

langgraph

LangGraph framework for building stateful, multi-agent AI applications with cyclical workflows, human-in-the-loop patterns, and persistent checkpointing.

Idioma del texto original: inglés

mcp

MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.

Idioma del texto original: inglés

session-compression

AI session compression techniques for managing multi-turn conversations efficiently through summarization, embedding-based retrieval, and intelligent context management.

Idioma del texto original: inglés

pytest

pytest - Python's most powerful testing framework with fixtures, parametrization, plugins, and framework integration for FastAPI, Django, Flask

Idioma del texto original: inglés

systematic-debugging

Systematic debugging methodology emphasizing root cause analysis over quick fixes. Use when debugging complex issues, investigating production failures, or avoiding symptom-based patches in favor of understanding underlying problems.

Idioma del texto original: inglés

test-quality-inspector

Test quality inspection framework for reviewing test coverage, identifying gaps, and ensuring comprehensive validation. Use when reviewing test suites, performing QA inspections, or establishing testing quality standards.

Idioma del texto original: inglés